SOTAVerified

Cross-Lingual Transfer

Cross-lingual transfer refers to transfer learning using data and models available for one language for which ample such resources are available (e.g., English) to solve tasks in another, commonly more low-resource, language.

Papers

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Showing 51–100 of 782 papers

TitleStatusHype
No Culture Left Behind: ArtELingo-28, a Benchmark of WikiArt with Captions in 28 LanguagesCode0
Code-Switching Curriculum Learning for Multilingual Transfer in LLMs—0
Building Dialogue Understanding Models for Low-resource Language Indonesian from Scratch—0
Cross-lingual Transfer of Reward Models in Multilingual AlignmentCode0
Exploring Pretraining via Active Forgetting for Improving Cross Lingual Transfer for Decoder Language Models—0
Parameter-efficient Adaptation of Multilingual Multimodal Models for Low-resource ASR—0
Scaling Laws for Multilingual Language Models—0
Table Question Answering for Low-resourced Indic LanguagesCode0
Cross-lingual Transfer for Automatic Question Generation by Learning Interrogative Structures in Target Languages—0
Layer Swapping for Zero-Shot Cross-Lingual Transfer in Large Language Models—0
Cross-lingual Back-Parsing: Utterance Synthesis from Meaning Representation for Zero-Resource Semantic ParsingCode0
Evaluating and explaining training strategies for zero-shot cross-lingual news sentiment analysis—0
EMMA-500: Enhancing Massively Multilingual Adaptation of Large Language ModelsCode0
Cross-lingual transfer of multilingual models on low resource African LanguagesCode0
Exploring the Impact of Data Quantity on ASR in Extremely Low-resource Languages—0
SpeechTaxi: On Multilingual Semantic Speech Classification—0
A multilingual training strategy for low resource Text to Speech—0
Exploring Multiple Strategies to Improve Multilingual Coreference Resolution in CorefUDCode0
Defining Boundaries: The Impact of Domain Specification on Cross-Language and Cross-Domain Transfer in Machine Translation—0
RedWhale: An Adapted Korean LLM Through Efficient Continual Pretraining—0
Bridging the Language Gap: Enhancing Multilingual Prompt-Based Code Generation in LLMs via Zero-Shot Cross-Lingual Transfer—0
Assessing the Role of Lexical Semantics in Cross-lingual Transfer through Controlled ManipulationsCode0
PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual AlignmentCode0
ANHALTEN: Cross-Lingual Transfer for German Token-Level Reference-Free Hallucination DetectionCode0
Zero-shot Cross-Lingual Transfer for Synthetic Data Generation in Grammatical Error Detection—0
Boosting Zero-Shot Crosslingual Performance using LLM-Based Augmentations with Effective Data SelectionCode0
Bilingual Adaptation of Monolingual Foundation Models—0
Argument Mining in Data Scarce Settings: Cross-lingual Transfer and Few-shot TechniquesCode0
Soft Language Prompts for Language TransferCode0
RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs—0
Cross-Lingual Transfer Learning for Speech Translation—0
Self-Translate-Train: Enhancing Cross-Lingual Transfer of Large Language Models via Inherent Capability—0
Too Late to Train, Too Early To Use? A Study on Necessity and Viability of Low-Resource Bengali LLMs—0
Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training AlignmentCode0
The Model Arena for Cross-lingual Sentiment Analysis: A Comparative Study in the Era of Large Language Models—0
SSP: Self-Supervised Prompting for Cross-Lingual Transfer to Low-Resource Languages using Large Language ModelsCode0
T-FREE: Subword Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient EmbeddingsCode2
The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm—0
A Three-Pronged Approach to Cross-Lingual Adaptation with Multilingual LLMs—0
Large Language Models Are Cross-Lingual Knowledge-Free ReasonersCode0
Improving Zero-Shot Cross-Lingual Transfer via Progressive Code-Switching—0
Probing the Emergence of Cross-lingual Alignment during LLM Training—0
Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages—0
News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News RecommendationCode0
How Can We Effectively Expand the Vocabulary of LLMs with 0.01GB of Target Language Text?Code0
UniBridge: A Unified Approach to Cross-Lingual Transfer Learning for Low-Resource LanguagesCode0
ThaiCoref: Thai Coreference Resolution DatasetCode0
What Drives Performance in Multilingual Language Models?Code0
Unknown Script: Impact of Script on Cross-Lingual TransferCode0
Comparing LLM prompting with Cross-lingual transfer performance on Indigenous and Low-resource Brazilian Languages—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaLM 2 (few-shot)Accuracy94.4—Unverified
2mT0-13BAccuracy84.45—Unverified
3RoBERTa Large (translate test)Accuracy76.05—Unverified
4BLOOMZAccuracy75.5—Unverified
5MAD-X BaseAccuracy60.94—Unverified
6mGPTAccuracy55.5—Unverified